It would work...assuming you got the polarity correct. It would run for a very long time. What you would have (and I think you know this) would be a direct drive light...or circut anyway. It would be similar to running a Inretech adaptor on lithium AAs.
While the discharge curve on lithiums is pretty flat, expect brightness falloff much faster than on a regulated light such as an Arc LS.